Leveraging Foundation Models for Efficient Federated Learning in Resource-restricted Edge Networks

S. Kawa Atapour, S. Jamal SeyedMohammadi, S. Mohammad Sheikholeslami +3

Recently pre-trained Foundation Models (FMs) have been combined with Federated Learning (FL) to improve training of downstream tasks while preserving privacy. However, deploying FM…